Subclinical reductions in cardiac output relate to cognitive decline. We examined the relationship between cardiac output and cerebrospinal fluid (CSF) biomarkers of Alzheimer's disease pathologies in 153 participants from the Vanderbilt Memory and Aging Project. Linear regression and linear mixed effects regression mo...
Amalia J. Peterson, Yun-Yi Sun, Dan-Dan Liu et al.· Journal of Alzheimer's Disea...· 0 citations
Medical computer vision presents unique challenges compared to natural images, largely due to the high dimensionality of the data (e.g., 3D and 4D imaging) and limited training samples. Certain medical imaging modalities, such as Diffusion-weighted Magnetic Resonance Imaging (dMRI) - a critical tool for examining brain...
Tian-Yuan Yao, Zhi-Yuan Li, Michael E. Kim et al.· Medical Image Analysis· 0 citations
This study aimed to engage rural community members in designing, developing, and preliminarily testing the feasibility of a physical activity (PA)-centered health promotion intervention integrating Fitbit-based activity monitoring and text messaging among rural older adults (50+ years) with hypertension (PACERS).
Stella T. Lartey, M. Heo, Joel E. Williams et al.· Journal of The American Geri...· 0 citations
High-dimensional, multimodal predictors and partially observed multivariate outcomes are common in psychometric research. However, existing regularization methods often do not accommodate hierarchical predictor structures and are primarily designed for univariate outcomes. We propose SHIM, a Bayesian framework for stru...
Zong-Yue Teng, Shu-Jie Ma, T. Hohman et al.· 0 citations
ASL-sCoV may serve as an important hemodynamic measure for identifying perfusion deficits tied to SVD burden and progression and could provide substantial insight into the longitudinal clinical consequences of SVD.
W. Robb, Ava M. Santner, Pan-Pan Zhang et al.· Stroke· 0 citations
DORES provides a multimodal nnU-Net-based pipeline for ePVS segmentation in older adults and demonstrates robust within-cohort performance and reasonable external validity, though scanner-related effects limit application across sites.
James D. LeFevre, W. Robb, Dan-Dan Liu et al.· Magnetic Resonance Imaging· 0 citations
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